Yes. Shirley Walker has 150 songs listed in a dataset used to train AI music models.

Used for training 150

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Nothing to Fear (From The Episode "Nothing To Fear"), Your Own Private Wonderland / Back to Reality (From The Episode "Perchance To Dream"), Top Secret (From The Episode "Heart Of Ice")

Listed under the artist name 150 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Nothing to Fear (From The Episode "Nothing To Fear")

Listed as Shirley Walker – Nothing to Fear (From The Episode "Nothing To Fear") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video -UEtvY8UGDQ · row -UEtvY8UGDQ

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Your Own Private Wonderland / Back to Reality (From The Episode "Perchance To Dream")

Listed as Shirley Walker – Your Own Private Wonderland / Back to Reality (From The Episode "Perchance To Dream") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Top Secret (From The Episode "Heart Of Ice")

Listed as Todd Hayen, Shirley Walker – Top Secret (From The Episode "Heart Of Ice") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Batman Confronts Clayface / The Matt Hagan Films (From The Episode "Feat Of Clay, Pt. 2")

Listed as Shirley Walker – Batman Confronts Clayface / The Matt Hagan Films (From The Episode "Feat Of Clay, Pt. 2") (Batman: The Animated Series, Vol. 4 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Harley's Party Source (From The Episode "Joker's Favor")

Listed as Shirley Walker – Harley's Party Source (From The Episode "Joker's Favor") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Catch of the Day / How Do You Spell Relief? (From The Episode "The Laughing Fish")

Listed as Shirley Walker – Catch of the Day / How Do You Spell Relief? (From The Episode "The Laughing Fish") (Batman: The Animated Series, Vol. 5 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Joker's Fish Song (From The Episode "The Laughing Fish")

Listed as Shirley Walker – Joker's Fish Song (From The Episode "The Laughing Fish") (Batman: The Animated Series, Vol. 5 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video 9MiWn3jwZuw · row 9MiWn3jwZuw

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The Drop / Rubber Duckie Ride (From The Episode "Birds Of A Feather")

Listed as Shirley Walker – The Drop / Rubber Duckie Ride (From The Episode "Birds Of A Feather") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Machine Gun / The Scarecrow Arrives (From The Episode "Nothing To Fear")

Listed as Shirley Walker – Machine Gun / The Scarecrow Arrives (From The Episode "Nothing To Fear") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Pt. One Recap (From The Episode "Two Face Pt. 2")

Listed as Shirley Walker – Pt. One Recap (From The Episode "Two Face Pt. 2") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Sub Main Title (From The Episode "Feat Of Clay, Pt. 2")

Listed as Shirley Walker – Sub Main Title (From The Episode "Feat Of Clay, Pt. 2") (Batman: The Animated Series, Vol. 4 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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The Laughing Fish / Joker's Insane Scheme (From The Episode "The Laughing Fish")

Listed as Shirley Walker – The Laughing Fish / Joker's Insane Scheme (From The Episode "The Laughing Fish") (Batman: The Animated Series, Vol. 5 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Arkham Asylum (From The Episode "Heart Of Ice")

Listed as Todd Hayen, Shirley Walker – Arkham Asylum (From The Episode "Heart Of Ice") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video Kb9z76VJEDQ · row Kb9z76VJEDQ

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Read My Lips / Scarface's Boys (From The Episode "Read My Lips")

Listed as Shirley Walker – Read My Lips / Scarface's Boys (From The Episode "Read My Lips") (Batman: The Animated Series, Vol. 6 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video M4T6R-mPGGY · row M4T6R-mPGGY

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The Iceman Cometh Again / Cold as Ice (From The Episode "Heart Of Ice")

Listed as Todd Hayen, Shirley Walker – The Iceman Cometh Again / Cold as Ice (From The Episode "Heart Of Ice") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video OORXx-2v-nw · row OORXx-2v-nw

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Robin and Batgirl Follow / Matches Gives the Signal / Bad Guys Escape (From The Episode "Shadow of the Bat, Pt. 2")

Listed as Shirley Walker, Harvey R. Cohen – Robin and Batgirl Follow / Matches Gives the Signal / Bad Guys Escape (From The Episode "Shadow of the Bat, Pt. 2") (Batman: The Animated Series, Vol. 6 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Two-Face's Hideout / The Batgirl / Batgirl Takes Action / Batgirl Gets Trashed (From The Episode "Shadow of the Bat, Pt. 1")

Listed as Shirley Walker – Two-Face's Hideout / The Batgirl / Batgirl Takes Action / Batgirl Gets Trashed (From The Episode "Shadow of the Bat, Pt. 1") (Batman: The Animated Series, Vol. 6 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video PjR9R8HRzGc · row PjR9R8HRzGc

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Sub-Main Title / The Heist (From The Episode "Two Face Pt. 2")

Listed as Shirley Walker – Sub-Main Title / The Heist (From The Episode "Two Face Pt. 2") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video RMEwfrkLSl8 · row RMEwfrkLSl8

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Rescue of the Commish / Batgirl's A Real Drag / Batgirl Sees the Statue (From The Episode "Shadow of the Bat, Pt. 2")

Listed as Shirley Walker, Harvey R. Cohen – Rescue of the Commish / Batgirl's A Real Drag / Batgirl Sees the Statue (From The Episode "Shadow of the Bat, Pt. 2") (Batman: The Animated Series, Vol. 6 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video Rg9qO-pSoig · row Rg9qO-pSoig

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Music of the Bat 101

Listed as Shirley Walker – Music of the Bat 101 (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Charlie Arrives In Gotham / Joker Collects His Favor (From The Episode "Joker's Favor")

Listed as Shirley Walker – Charlie Arrives In Gotham / Joker Collects His Favor (From The Episode "Joker's Favor") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video TmbZUmsl6W0 · row TmbZUmsl6W0

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It's Impossible / Bruce Sees Batman / Bruce Watches Batman at Work (From The Episode "Perchance To Dream")

Listed as Shirley Walker – It's Impossible / Bruce Sees Batman / Bruce Watches Batman at Work (From The Episode "Perchance To Dream") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video Txcr-ncdQqE · row Txcr-ncdQqE

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Penguin Takes Veronica (From The Episode "Birds Of A Feather")

Listed as Shirley Walker – Penguin Takes Veronica (From The Episode "Birds Of A Feather") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video UJbchKfCLXo · row UJbchKfCLXo

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The New Batman / Superman Adventures (End Credits)

Listed as Shirley Walker – The New Batman / Superman Adventures (End Credits) (Superman: The Animated Series (Main and End Titles)) · Watch on YouTube

youtube_video YX8cpmX_Qxw · row YX8cpmX_Qxw

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Crashing the Party (From The Episode "Joker's Favor")

Listed as Shirley Walker – Crashing the Party (From The Episode "Joker's Favor") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video ZDKwWuOIz-8 · row ZDKwWuOIz-8

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Batman Tracks Dent (From The Episode "Two Face Pt. 1")

Listed as Shirley Walker – Batman Tracks Dent (From The Episode "Two Face Pt. 1") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video b827Bf1iJ7I · row b827Bf1iJ7I

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Joker's Hide-Out (From The Episode "Joker's Favor")

Listed as Shirley Walker – Joker's Hide-Out (From The Episode "Joker's Favor") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video bGHghn41LKw · row bGHghn41LKw

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Harvey's Nightmare / Dent's Soap Box (From The Episode "Two Face Pt. 1")

Listed as Shirley Walker – Harvey's Nightmare / Dent's Soap Box (From The Episode "Two Face Pt. 1") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video cDz2YpmfDvU · row cDz2YpmfDvU

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Batman Resuces Catwoman / Lovers or Enemies (From The Episode "The Cat And The Claw Pt. 1")

Listed as Harvey R. Cohen, Wayne Coster, Shirley Walker – Batman Resuces Catwoman / Lovers or Enemies (From The Episode "The Cat And The Claw Pt. 1") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video cJCiP0zjkO4 · row cJCiP0zjkO4

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Shadow of the Bat / Thorne On the Roof (From The Episode "Shadow of the Bat, Pt. 1")

Listed as Shirley Walker – Shadow of the Bat / Thorne On the Roof (From The Episode "Shadow of the Bat, Pt. 1") (Batman: The Animated Series, Vol. 6 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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The Great Equalizer / Where There's Love (From The Episode "Two Face Pt. 2")

Listed as Shirley Walker – The Great Equalizer / Where There's Love (From The Episode "Two Face Pt. 2") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Fire from Olympus (From The Episode "Fire From Olympus")

Listed as Shirley Walker – Fire from Olympus (From The Episode "Fire From Olympus") (Batman: The Animated Series, Vol. 6 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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The Vault / Sprinklers (From The Episode "Nothing To Fear")

Listed as Shirley Walker – The Vault / Sprinklers (From The Episode "Nothing To Fear") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video h6hiltMUpSQ · row h6hiltMUpSQ

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Batman Saves The Commissioner / Batman's After The Joker / Charlie Gets The Joker (From The Episode "Joker's Favor")

Listed as Shirley Walker – Batman Saves The Commissioner / Batman's After The Joker / Charlie Gets The Joker (From The Episode "Joker's Favor") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video hBv1kJFrvSA · row hBv1kJFrvSA

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Scarecrow Invades the Museum / Scarecrow's Attempt at Escape (From The Episode "Nothing To Fear")

Listed as Shirley Walker – Scarecrow Invades the Museum / Scarecrow's Attempt at Escape (From The Episode "Nothing To Fear") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video iXhHoxWMdbo · row iXhHoxWMdbo

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Man of Many Faces (From The Episode "Feat Of Clay, Pt. 2")

Listed as Shirley Walker – Man of Many Faces (From The Episode "Feat Of Clay, Pt. 2") (Batman: The Animated Series, Vol. 4 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video lSZNlw7_wjA · row lSZNlw7_wjA

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It's Them or Us / Polite Penguin (From The Episode "I've Got Batman In My Basement")

Listed as Shirley Walker, Carlos Rodriguez – It's Them or Us / Polite Penguin (From The Episode "I've Got Batman In My Basement") (Batman: The Animated Series, Vol. 4 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video m_R50TDeTiE · row m_R50TDeTiE

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Charlie's Neighborhood / Joker Finds Charlie (From The Episode "Joker's Favor")

Listed as Shirley Walker – Charlie's Neighborhood / Joker Finds Charlie (From The Episode "Joker's Favor") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video nIjB-aBA7oQ · row nIjB-aBA7oQ

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My Life Is A Dream (From The Episode "Perchance To Dream")

Listed as Shirley Walker – My Life Is A Dream (From The Episode "Perchance To Dream") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video nfasxnt60CA · row nfasxnt60CA

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Sub-Main Title / The Dream Begins (From The Episode "Perchance To Dream")

Listed as Shirley Walker – Sub-Main Title / The Dream Begins (From The Episode "Perchance To Dream") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video o99BXTdjlkw · row o99BXTdjlkw

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Ice Assault / Frigid Fenzy / Alfred's Cold Remedy (From The Episode "Heart Of Ice")

Listed as Todd Hayen, Shirley Walker – Ice Assault / Frigid Fenzy / Alfred's Cold Remedy (From The Episode "Heart Of Ice") (Batman: The Animated Series, Vol. 3 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video oaz_g8VA_j0 · row oaz_g8VA_j0

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Batman Rides the Shark / Jumpinh Joker Sees Jaws / Is the Joker Gone? (From The Episode "The Laughing Fish")

Listed as Shirley Walker – Batman Rides the Shark / Jumpinh Joker Sees Jaws / Is the Joker Gone? (From The Episode "The Laughing Fish") (Batman: The Animated Series, Vol. 5 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video olRcIxxffvE · row olRcIxxffvE

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Birds of a Feather (From The Episode "Birds Of A Feather")

Listed as Shirley Walker – Birds of a Feather (From The Episode "Birds Of A Feather") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video pUVCRw4BI_U · row pUVCRw4BI_U

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Climbing the Church Tower / Belltower Fight (From The Episode "Perchance To Dream")

Listed as Shirley Walker – Climbing the Church Tower / Belltower Fight (From The Episode "Perchance To Dream") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video pcaktmeJEWg · row pcaktmeJEWg

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My Name Is Two-Face (From The Episode "Two Face Pt. 2")

Listed as Shirley Walker – My Name Is Two-Face (From The Episode "Two Face Pt. 2") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video qa4qAqlhPA4 · row qa4qAqlhPA4

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That Fine Roman Nose / Penguin vs. Muggers (From The Episode "Birds Of A Feather")

Listed as Shirley Walker – That Fine Roman Nose / Penguin vs. Muggers (From The Episode "Birds Of A Feather") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video qyEtgp3qPSY · row qyEtgp3qPSY

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Batman Confrontation With Clayface / Clayface Dies (From The Episode "Feat Of Clay, Pt. 2")

Listed as Shirley Walker – Batman Confrontation With Clayface / Clayface Dies (From The Episode "Feat Of Clay, Pt. 2") (Batman: The Animated Series, Vol. 4 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video t_RbX_2nuJs · row t_RbX_2nuJs

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Batcycle / What About Grace (From The Episode "Two Face Pt. 2")

Listed as Shirley Walker – Batcycle / What About Grace (From The Episode "Two Face Pt. 2") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

youtube_video u766N5rJ0HE · row u766N5rJ0HE

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The Penguin's Opera / High Society (From The Episode "Birds Of A Feather")

Listed as Shirley Walker – The Penguin's Opera / High Society (From The Episode "Birds Of A Feather") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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Bruce Wayne's Nightmare / Two-Face Remembers (From The Episode "Two Face Pt. 2")

Listed as Shirley Walker – Bruce Wayne's Nightmare / Two-Face Remembers (From The Episode "Two Face Pt. 2") (Batman: The Animated Series, Vol. 2 (Original Soundtrack from the Warner Bros. Television Series)) · Watch on YouTube

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What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.